I work adjacent to the DFW venture capital scene and what I am seeing with AI startups reminds me of every bubble I have studied. But there are important differences.
Signs we ARE in a bubble:
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Valuations are disconnected from revenue. DFW AI startups with $500K in ARR are raising at $50M+ valuations. That is a 100x multiple. For context, healthy SaaS companies trade at 10-15x revenue.
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Every startup is an "AI company" now. I have seen pitch decks where the AI component is literally a ChatGPT API call with a custom prompt. That is not an AI company. That is a wrapper.
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Hiring is irrational. DFW companies are paying $300K+ for "AI engineers" whose primary skill is writing Python scripts that call OpenAI's API. When the correction comes, these salaries will normalize.
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The "picks and shovels" companies are printing money. NVIDIA's valuation, cloud GPU providers, AI tooling companies — this mirrors the dot-com era where Cisco and Sun Microsystems peaked before the crash.
Signs this is NOT the dot-com bubble:
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The technology actually works. Dot-com companies were selling vaporware. AI companies are selling products that measurably improve productivity. The ROI is real.
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Revenue exists. OpenAI reportedly hit $5B+ in annualized revenue. Anthropic is growing rapidly. These are real businesses with real customers.
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Enterprise adoption is genuine. Every Fortune 500 company in DFW is spending real budget on AI integration. This is not hype-driven — it is CFO-approved.
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The infrastructure investment has lasting value. Data centers being built in DFW (there are 3 major ones under construction in the metroplex) will have value regardless of which AI companies survive.
My prediction:
- 80% of current AI startups will fail or get acqui-hired. Normal startup mortality.
- The underlying technology is real and transformative.
- We will see a correction in AI valuations within 12-18 months, followed by a more rational growth phase.
- DFW is well-positioned because our AI economy is enterprise-focused, not consumer-hype-focused.
Sources:
- PitchBook — DFW AI startup funding data
- NVIDIA quarterly earnings
- Personal conversations with DFW-based VCs and founders
Bubble or not, the smart money is building on the technology while being realistic about timelines.
The comparison to dot-com is imperfect because the internet was also real and transformative. The bubble popped, Amazon dropped 90%, and then it became the most valuable company in the world. AI will follow the same pattern.